Shaikh Fyza Y, Gills Joell J, Mohammad Fuad, White James R, Stevens Courtney M, Ding Hua, Fu Juan, Tam Ada, Blosser Richard L, Domingue Jada C, Larman Tatianna C, Chaft Jamie E, Spicer Jonathan D, Reuss Joshua E, Naidoo Jarushka, Forde Patrick M, Ganguly Sudipto, Housseau Franck, Pardoll Drew M, Sears Cynthia L
The Bloomberg-Kimmel Institute of Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
Cancer Immunol Immunother. 2022 Oct;71(10):2405-2420. doi: 10.1007/s00262-022-03169-6. Epub 2022 Feb 26.
Human gut microbial species found to associate with clinical responses to immune checkpoint inhibitors (ICIs) are often tested in mice using fecal microbiota transfer (FMT), wherein tumor responses in recipient mice may recapitulate human responses to ICI treatment. However, many FMT studies have reported only limited methodological description, details of murine cohorts, and statistical methods. To investigate the reproducibility and robustness of gut microbial species that impact ICI responses, we performed human to germ-free mouse FMT using fecal samples from patients with non-small cell lung cancer who had a pathological response or nonresponse after neoadjuvant ICI treatment. R-FMT mice yielded greater anti-tumor responses in combination with anti-PD-L1 treatment compared to NR-FMT, although the magnitude varied depending on mouse cell line, sex, and individual experiment. Detailed investigation of post-FMT mouse microbiota using 16S rRNA amplicon sequencing, with models to classify and correct for biological variables, revealed a shared presence of the most highly abundant taxa between the human inocula and mice, though low abundance human taxa colonized mice more variably after FMT. Multiple Clostridium species also correlated with tumor outcome in individual anti-PD-L1-treated R-FMT mice. RNAseq analysis revealed differential expression of T and NK cell-related pathways in responding tumors, irrespective of FMT source, with enrichment of these cell types confirmed by immunohistochemistry. This study identifies several human gut microbial species that may play a role in clinical responses to ICIs and suggests attention to biological variables is needed to improve reproducibility and limit variability across experimental murine cohorts.
研究发现,与免疫检查点抑制剂(ICI)临床反应相关的人类肠道微生物物种,通常通过粪便微生物群移植(FMT)在小鼠中进行测试,其中受体小鼠的肿瘤反应可能重现人类对ICI治疗的反应。然而,许多FMT研究仅报告了有限的方法描述、小鼠队列细节和统计方法。为了研究影响ICI反应的肠道微生物物种的可重复性和稳健性,我们使用新辅助ICI治疗后有病理反应或无反应的非小细胞肺癌患者的粪便样本,进行了从人到无菌小鼠的FMT。与NR-FMT相比,R-FMT小鼠在联合抗PD-L1治疗时产生了更大的抗肿瘤反应,尽管其幅度因小鼠细胞系、性别和个体实验而异。使用16S rRNA扩增子测序对FMT后小鼠微生物群进行详细研究,并建立模型对生物学变量进行分类和校正,结果显示人类接种物和小鼠之间存在最丰富的分类群,但低丰度的人类分类群在FMT后在小鼠中的定殖更具变异性。在接受抗PD-L1治疗的个体R-FMT小鼠中,多种梭菌物种也与肿瘤结局相关。RNAseq分析显示,无论FMT来源如何,反应性肿瘤中T细胞和NK细胞相关途径的表达存在差异,免疫组织化学证实了这些细胞类型的富集。本研究确定了几种可能在ICI临床反应中起作用的人类肠道微生物物种,并表明需要关注生物学变量,以提高可重复性并限制实验小鼠队列之间的变异性。